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ORCIDICNC-FSKD 2019, Volume 1, Kunming, China
- Yong Liu, Lipo Wang, Liang Zhao, Zhengtao Yu:
Advances in Natural Computation, Fuzzy Systems and Knowledge Discovery - Proceedings of the 15th International Conference on Natural Computation, Fuzzy Systems and Knowledge Discovery (ICNC-FSKD 2019), Kunming, China, July 20-22, 2019 - Volume 1. Advances in Intelligent Systems and Computing 1074, Springer 2020, ISBN 978-3-030-32455-1
Natural Computation: Theory and Algorithms - Deep Learning and Feedforward Neural Networks
- Yin-Fu Huang
, Jung-Sheng Liu:
Optimizing Convolutional Neural Network Architecture Using a Self-adaptive Harmony Search Algorithm. 3-12 - MengYao Kong, Pin Lv:
Global Features of Fused Frame Relationships Help Video Classification. 13-20 - Junxing Hu, Ling Li, Yijun Lin, Fengge Wu, Junsuo Zhao:
A Comparison and Strategy of Semantic Segmentation on Remote Sensing Images. 21-29 - Zhe Xu, Yi Lv:
Att-ConvLSTM: PM2.5 Prediction Model and Application. 30-40 - Bangzheng Yue, Wenda Zhao, Song Han:
SAR Ship Detection Method Based on Convolutional Neural Network and Multi-layer Feature Fusion. 41-53 - Jie Li, Guoteng Wang, Changsheng Zhang, Bin Zhang:
Deep Learning Training Management Platform Based on Distributed Technologies in Resource-Constrained Scenarios. 54-62 - Xiaoxiao Yin, Ruifang Liu, Daqi Zheng, Zhengdong Lu:
A Deep Learning Based Reasoner for Global Consistency in Named Entity Recognition. 63-71 - Yang Zheng, Ruifang Liu, Sheng Gao:
Multi-level Feature Combination in Dialogue State Tracking. 72-80 - Guoqiu Wang, Xuanyu Zheng, Haitong Zhao, Qidong Zhao, Changsheng Zhang, Bin Zhang:
Unmanned Aerial Vehicles Path Planning Based on Deep Reinforcement Learning. 81-88 - Wei Wang, Zhihui Guo, Maozhen Li, Yungang Liu:
Apple Freshness Recognition Technology Based on Gas Sensors. 89-104 - Daiyuan Zhang:
A Review of the Theory and Method for New Developed Feedforward Neural Networks. 105-112 - Yong Liu:
Awareness Learning for Balancing Performance and Diversity in Neural Network Ensembles. 113-120
Natural Computation: Theory and Algorithms - Genetic and Evolutionary Algorithms
- Lanfen Liu, Xinfeng Yang:
A Model and an Algorithm for Empty Car Distribution in Railway Transportation. 123-131 - Genye Dang, Hongsheng Su, Biao Yue:
Levelized Cost of Energy Optimization Method for the Dish Solar Thermal Power Generation System. 132-140 - Jianjun Chen, Shupeng Gao, Zhen Su, Siqi Chen, Xianghua Li:
A Novel Ant Colony Optimization Algorithm with Dynamic Control Population for Community Detecting. 141-148 - Xu Ying, Aws Hamed Hamad:
A Hybrid Bat Algorithm Based on Combined Semantic Measures for Word Sense Disambiguation. 149-157 - Rui Hu, Jian Gao, Rong Chen, Jiahao Jiang:
A Multi-objective Optimization Algorithm Based on Monarch Butterfly Optimization. 158-167 - Cheng Yao Shi, Zhao Cheng Xuan, Chao Yang, Yong Fei Yang:
An Improved Quantum Genetic Algorithm Based on Population Partition and Dynamic Probability Amplitude. 168-177
Natural Computation: Theory and Algorithms - Nonlinear Phenomena, Chaos, Complex Networks and Systems
- Leqiang Bai, Hongshu Zhu:
Sink Location Privacy Protection Algorithm Based on Tangential Path in WSN. 181-188 - Li-Si Jia, Wei Pan:
Study on the Energy Dissipation of Two Lane Traffic Flow with Lane Reduction. 189-196 - Senlin Yan:
Chaos and Quasi-period in Erbium-Doped Fiber Laser. 197-205 - Yang Gao:
Global Stability for a Coupled System of Fractional-Order Differential Equations with Discontinuous Terms on Network. 206-213 - Xiang Li, Xiaojie Wang, Chengli Zhao, Xue Zhang, Dongyun Yi:
Optimal Identification of Multiple Diffusion Sources in Complex Networks with Partial Observations. 214-223 - Mei Xiong, Longwei Chen, Chaochao Li, Juan Wang:
Exact Solutions for (2+1) -Dimensional Nonlinear Schrödinger Schrodinger Equation Based on Modified Extended tanh Method. 224-231
Natural Computation: Theory and Algorithms - Other Topics in Natural Computation Theory and Algorithms
- Mariusz Mulka, Wojciech A. Lorkiewicz, Radoslaw P. Katarzyniak:
Extraction of Basic-Level Categories Using Dendrogram and Multidendrogram. 235-243 - Changsheng Yang, Junxiong Wang, Hong Liang, Herbert Peremans:
Compressed Sensing of Complex Reflections Using Range-Azimuth Dictionary in a Bionic Sonar System. 244-251 - Hendrik Richter:
Relationships Between Dilemma Strength and Fixation Properties in Coevolutionary Games. 252-259 - Liangjie Ming, Nini Shi, Yang Shi, Yunong Zhang:
Future Linear Matrix Equation of Generalized Sylvester Type Solved by Zeroing Neural Dynamics and 5-Instant ZeaD Formula. 260-270 - Ying Wu, Jian Xu, Changsheng Zhang:
A Heuristic Scout Search Mechanism for Artificial Bee Colony Algorithm. 271-278 - Jin Die, Na Li, Ying Liu, Yangyang Wu:
Correlation Filter Tracking Algorithm Based on Spatio-Temporal Context. 279-289 - Ying Zhang, Fang-cang Du, Ke Xu:
Anti-occlusion Video Target Tracking Based on Double Threshold Judgment. 290-296
Natural Computation Applications: Natural Computation in Pattern Recognition and Diagnostics
- Ping Zhang, Jingbo Liu, Zhijun Wang:
Research on the Modern Power Grid Planning Method Based on the Nature and Characteristic of Power Network Planning. 299-306 - Keyang Cheng, Lubamba Kasangu Eric, Rabia Tahir, Maozhen Li:
Capsule Recurrent Neural Network with Weight Update Using Dynamic Routing by Agreement: A Unified Model for Action Recognition in Videos. 307-316 - Yinghong Sun, Lei Liu, Sheng Chen, Liangwen Hou:
A High-Dimensional and Multi-granularity Feature Selection Method Based on CNN and RF. 317-325 - Huiyong Guo, Feng Zhang, Jinjun Cheng:
Structural Nonlinear Damage Detection Based on Time Series Model and Probability Theory. 326-332 - Wei Zhang, Chris Challis:
Automatic Bug Priority Prediction Using DNN Based Regression. 333-340
Natural Computation Applications: Natural Computation in Signal Processing and Multimedia
- Junfeng Lu, Mingxue Liao:
Target Cropping: A New Data Augmentation Method of Fine-Grained Image Classification. 343-351 - Hui Wu, Jun Chen:
UAV Remote Sensing Image Stitching. 352-360 - Sergey Podlesnyy:
Towards Data-Driven Automatic Video Editing. 361-368 - Kai Zhou, Qun Yang, Xiusong Sun, Shaohan Liu:
A Deep Speaker Embedding Transfer Method for Speaker Verification. 369-376 - Martin Suero, Carsten Paul Gassen, Dimitrije Mitic, Ning Xiong, Miguel León Ortiz:
A Deep Neural Network Model for Music Genre Recognition. 377-384 - Yikun Yang, Qian Jiang, Shaowen Yao, Gang Xue, Liwen Wu, Xin Jin:
A Spatial Fusion Scheme of Multi-focus Image Combining SVM-Based Classification and PCA-Based Weight. 385-398 - Chunman Yan, Di Zhang, Youfei Hao, Jiahui Chen:
An Improved K-SVD Algorithm and Its Application for Image Denoising. 399-405
Natural Computation Applications: Other Natural Computation Applications
- Tim Andersson, August Kihlberg, Anton Sundström, Ning Xiong:
Road Boundary Detection Using Ant Colony Optimization Algorithm. 409-416 - Qingsheng Liu:
Sharpening the Pan-Multispectral GF-1 Camera Imagery Using the Gram-Schmidt Approach: The Different Select Methods for Low Resolution Pan in Comparison. 417-424 - Qingsheng Liu:
Detection of Vegetation Patch Growth by Absorption Feature Analysis on Tasseled Cap Brightness of Transects from Landsat 7 ETM+ Images. 425-432 - Hailin Wu, Saijuan Xu, Zhen Zhuang, Genggeng Liu:
X-Architecture Steiner Minimal Tree Construction Based on Discrete Differential Evolution. 433-442 - Zhenhong Rao, Li Zhang, Xue Liang:
Detection Models Study of Chlorophyll in Winter Wheat's Leaves by Reflectance Spectra and Artificial Neural Networks. 443-451 - Gang Xie, Jian Zhang, Boyu Yang, Shouyang Wang:
Forecasting Tourist Arrivals in China Based on Seasonal Decomposition and LSSVR Model. 452-459 - Muhammed Badeaa Shafik, Ghamgeen I. Rashed, Hongkun Chen, Mohamed R. Elkadeem, Shaorong Wang:
Techno-Economic Design and Optimal Operation of Active Radial Active Distribution Network Using Online Optimizer: Real Case Study in Sohag, Egypt. 460-471 - Weng Kin Lai, Jack En Gan, Pui Mun Koh:
Artificial Honey Bee Swarm Intelligence for the Autograding of EBN. 472-480 - Yunong Zhang, Guanqun Yang, Ruifeng Wang, Liangjie Ming:
Predicting Potential Years of Most Costly War Involving USA via ASF Approach. 481-490 - Zhen-xing Li, Zhao-gang Wang, Dong Li:
Guidance Instrumentation Systematic Error Separation Method Based on Particle Swarm Optimization. 491-497 - Malika Jallouli, Wafa Belhadj Khalifa, Anouar Ben Mabrouk, Mohamed Ali Mahjoub:
Assessment of Global Left Ventricle Deformation Using Recursive Spherical Harmonics. 498-505 - Geng Lin, Jinyan Luo, Haiping Xu, Meiqin Xu:
A Hybrid Swarm Intelligence-Based Algorithm for Finding Minimum Positive Influence Dominating Sets. 506-511 - Yanjie Wang, Lijun Hong, Xiaochun Hong:
Limit Cycles Analysis in a Fifth-Order Vector Field with Asymmetric Perturbation Terms. 512-521 - Yi-Chuan Chiu, Yung-Tsan Jou, Hsing-Hung Lin:
Exploring Optimal Model for Machine Learning by Differential Evolution. 522-530 - Chun Yan, Meixuan Li, Wei Liu:
Power Transformer Fault Diagnosis Based on Improved Bat Algorithms to Optimize RNN. 531-538 - Yan Zhang, Caiming Liu:
Architecture of Real-Time and Dynamic Audit for Network Behavior Security. 539-546 - Manop Phankokkruad, Sirirat Wacharawichanant:
A Comparison of Extreme Gradient Boosting and Convolutional Neural Network-Long Short-Term Memory for Service Demand Forecasting. 547-556 - Lijun Hong, Wenyue Fu, Xiaochun Hong:
Bifurcation of Limit Cycles and Their Relations in Three Perturbed Integrable Systems. 557-568 - Zhang Jianyi, He Ping, Ken K. T. Tsang, Deng Yuhui:
Modeling of Information Diffusion in Sina Weibo Based on Random Forest Classifier and SIR Model. 569-576 - Ziyu Zhao, Yutaro Iwmoto, Yuji Tezuka, Hiroki Okada, Kiyosumi Maeda, Atsuyuki Wada, Atsunori Kashiwagi, Yen-Wei Chen:
Automatic Segmentation of Visible Epicardium Using Deep Learning in CT Image. 577-584 - Yu Song, Xu Qiao, Yutaro Iwmoto, Yen-Wei Chen:
Semi-automatic Cephalometric Landmark Detection on X-ray Images Using Deep Learning Method. 585-592 - Kotaro Furusawa, Jiaqing Liu, Seiju Tsujinaga, Tomoko Tateyama, Yutaro Iwamoto, Yen-Wei Chen:
Robust Hand Gesture Recognition Using Multimodal Deep Learning for Touchless Visualization of 3D Medical Images. 593-600 - Jian Song, Sihang Zhu, Lanfen Lin, Hongjie Hu, Yen-Wei Chen:
Tensor-Based Subspace Learning for Classification of Focal Liver Lesions in Multi-phase CT Images. 601-608 - Takaya Ueda, Masataka Seo, Yukako Tohsato, Ikuko Nishikawa:
Analysis of Time Series Anomalies Using Causal InfoGAN and Its Application to Biological Data. 609-617 - Yuki Kimura, Takaya Ueda, Seo Masataka, Yukako Tohsato, Ikuko Nishikawa:
Characterizing Phenotype Abnormality by Variational Auto Encoder. 618-626 - Yu Yamane, Masataka Seo, Ikuko Nishikawa:
Diversity Preservation in Genetic Algorithm by Lifespan Control. 627-635 - Nengsheng Bao, Haitao Fang:
Detection of Toothbrush Hair Loss Based on Machine Vision. 636-642 - Deqiang Chen:
Analysis of the Influencing Factors of the Artificial Intelligence Judicial Referee System. 643-650 - Shike Zhang, Yuan Yuan, Dewei Fu:
An Application of Artificial Intelligence Technique in Horizontal Crustal Stress Measurement. 651-659 - Zixian Xu, Rui Zhu, Qiyue Yang, Lixia Wang, Runfang Wang, Tong Li:
Short-Term Bus Passenger Flow Forecast Based on the Multi-feature Gradient Boosting Decision Tree. 660-673
Fuzzy Theory and Algorithms: Fuzzy Theory and Models
- Yifeng Xu, Guixiang Wang, Chenjie Shen:
One Pattern Recognition Algorithm Based on Centroids of Fuzzy Hyper-Pyramid Numbers. 677-685 - Chenjie Shen, Guixiang Wang, Yifeng Xu:
Approximation of Fuzzy Numbers by Using \alpha - \beta -knots Piecewise Linear Fuzzy Numbers. 686-694 - Chunhui Liu:
The Lattice of Interval Valued -fuzzy Filters in a Given MTL-algebra. 695-703 - Dongxu Yu, Sidong Xian:
A Ranking Model for Intuitionistic Fuzzy Preference Relation Under Uncertainty for Targeted Poverty. 704-711 - Fang Su, Jing Li, Dongxuan Xiao, Chengrui Duan:
A New Distance Measure Between Atanassov's Intuitionistic Fuzzy Sets Based on Mapping. 712-726 - Jinyao Wang, Xiaofeng Di, Jiemin Liu, Luyi Bai:
A Constraint Framework for Uncertain Spatiotemporal Data in RDF Graphs. 727-735 - Xiu Jiu Yuan, Xue Jun Zhao, Jiang Li, Lin Huang:
The Probability of Dual Hesitant Fuzzy Event and Its Applications to Bayesian Network Inferences. 736-755 - Haohao Li:
Order Relations Between Interval Numbers. 756-763 - Chen Bin:
Some New Distance Measures for Generalized Hesitant Fuzzy Sets. 764-770 - Makoto Yasuda:
Determination of Multiple q Values for Tsallis-Entropy-Maximized-FCM. 771-780 - Guoqing Yang, Wenjuan Chen, Anran Chen:
Very True Operators on Quasi-pseudo-MV Algebras. 781-790 - Kun Liu, Wei-Peng Li, Yong-Ling Li, Hong-Ying Duan:
The Analysis of the Fuzzy Solution to Fully Fuzzy Linear Systems in Two Perturbation Situations. 791-799 - Yanping He:
A Novel Approach to Hesitant Fuzzy Soft Set Based Decision Making. 800-808 - Haiyong Dong, Zhengjun Zhai, Qingfan Gu, Yanhong Lu, Guoqing Wang, Miao Wang:
A Novel Probability Evaluation Method Based on Fuzzy Fault Dependent Matrix. 809-817 - Wenyu Zhang, Yuting Zhu, Danshu Wang, Songmin Zhao, Dadi Dong:
A Multi-attribute Decision Making Method Based on Interval Pythagorean Fuzzy Language and the PROMETHEE Method. 818-826 - Wenyu Zhang, Songmin Zhao, Dadi Dong, Yuting Zhu, Danshu Wang:
A Multi-criterion Group Decision Making Method: CRITIC-WASPAS Based on Trapezoidal Intuitionistic Fuzzy Numbers. 827-835 - Wenyu Zhang, Dadi Dong, Songmin Zhao, Yuting Zhu, Danshu Wang:
An Interval Intuitionistic Fuzzy VIKOR Evaluation Method Based on Unknown Weight. 836-844
Fuzzy Theory and Algorithms: Soft Computing and Granular Computation
- Qiujuan Tong, Yongzhen Zang, Jianke Zhang:
The Residual Power Series Method for Solving the Fractional Fuzzy Delay Differential Equation. 847-855 - Xiaojun Yang, Zhongfu Xu, Chuan Shi, Hao Lei, Changwei Yan:
Credibility Assessment of Simulation Models Using Hesitant Cloud Linguistic Term Sets. 856-863 - Changxing Li, Xiaolu Zhang, Liu Lei:
Fuzzy Entropy Clustering Image Segmentation Algorithm Based on Potential Two-Dimensional Histogram. 864-872
Fuzzy Applications: Fuzzy Pattern Recognition and Diagnostics
- Zhenhai Wang, Bo Xu, Xing Zhang:
Kernel Circulant Object Tracking Based on Illumination Invariant Features. 875-882 - Yuriy P. Zaychenko, Galib Hamidov:
Hybrid Fuzzy CNN Network in the Problem of Medical Images Classification and Diagnostics. 883-891
Fuzzy Applications: Fuzzy Optimization, Design, and Modeling
- Yu-Jie Wang, Li-Jen Liu, Tzeu-Chen Han:
The Assessment of Airline Service Performance with Dependent Evaluation Criteria by Generalized QFD and SAW Under Interval-Valued Fuzzy Environment. 895-903 - Ye Xue, Xiaoxiao Li, Hengchun Fu:
Construction of Multivariable Fuzzy Time Series Model Based on Multidimensional Information Distribution Technology. 904-912 - Zhijun Wang, Xican Li, Yucun Wang, Shuhan Cheng:
Research on Apple Yield Prediction Model. 913-920 - Dongming Chen, Chang Liu, Xinyu Huang, Dongqi Wang, Jiarui Yan:
A Probability Transition Matrix-Based Recommendation Algorithm for Bipartite Networks. 921-929 - Xinyu Huang, Dongming Chen, Tao Ren, Dongqi Wang:
CDIA: A Feasible Community Detection Algorithm Based on Influential Nodes in Complex Networks. 930-937 - Chao Li, Huiying Ru, Xudong Ru:
Context-Sensitive Cross- and Auto-correlation Based Supervised Change Detection. 938-946
Fuzzy Applications: Uncertainty Management
- Jinling Li, Yuying Yang, Thomas L. Saaty, Haixiang Guo:
Cultural Ranking of Countries Using the Analytic Hierarchy Process Methodology. 949-963 - Santoso Wibowo, Srimannarayana Grandhi:
Sustainable Performance Evaluation of Urban Mobility Projects Using Multicriteria Group Decision Making Approach. 964-971
Fuzzy Applications: Other Fuzzy Applications
- Josep Arnal, Juan B. Pérez, Vicente Vidal:
A Parallel Fuzzy Method to Reduce Mixed Gaussian-Impulsive Noise in CT Medical Images. 975-982 - Zhengfang Wang, Pengfei Han, Jia Wang, Wenjian Yu, Ming Li:
Structural Parameters Optimization and Grey Relational Analysis in Honeycomb Spiral Heat Exchangers. 983-990 - Chen Bin:
Interval Valued Generalised Fuzzy Soft Expert Set and Its Application. 991-999
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